Analyzing Factors Influencing Tips in a Restaurant Setting
Dataset Description
Dataset Description:
The "Restaurant Tips Dataset" provides a detailed look into tipping behavior in a restaurant setting. Collected over a significant period, this dataset includes various factors that could influence the tip amount given by customers. Each entry in the dataset represents an individual transaction and captures the following information:
Features Description:
| Variable Name | Description |
|---|---|
| total_bill | Total bill amount in dollars |
| tip | Tip amount in dollars |
| sex | Gender of the person paying the bill (Male/Female) |
| smoker | Whether the person is a smoker (Yes/No) |
| day | Day of the week when the transaction took place (Thur/Fri/Sat/Sun) |
| time | Time of day when the transaction took place (Lunch/Dinner) |
| size | Size of the dining party (number of people) |
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